Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-04 1.193079 1.459445 1.803865 2.296926 3.012357 4.063251 5.837751
2025-05-11 0.823328 1.098850 1.508529 2.209807 3.504799 6.156537 13.651405
2025-05-18 0.665154 0.939313 1.387360 2.262790 4.240875 9.899549 43.204702
2025-05-25 0.575797 0.848872 1.329585 2.379708 5.247877 17.272117 345.292625
2025-06-01 0.501127 0.760627 1.241624 2.381917 6.010133 28.237061 NaN
2025-06-08 0.437371 0.676770 1.136177 2.289430 6.406063 42.153702 NaN
2025-06-15 0.403827 0.640219 1.114460 2.399016 7.806899 98.273439 NaN
2025-06-22 0.369750 0.596320 1.065554 2.410512 8.879420 243.777945 NaN
2025-06-29 0.336928 0.549716 1.000105 2.343378 9.482069 643.320826 NaN
2025-07-06 0.310811 0.512716 0.949075 2.302174 10.276104 4077.971624 NaN
2025-07-13 0.300862 0.506621 0.969228 2.517196 13.893733 NaN NaN
2025-07-20 0.287846 0.492271 0.965954 2.649708 17.711367 NaN NaN
2025-07-27 0.270223 0.466566 0.930158 2.643065 20.232144 NaN NaN
2025-08-03 0.251064 0.435641 0.875754 2.535690 20.958742 NaN NaN
2025-08-10 0.239682 0.420429 0.860835 2.600306 25.885321 NaN NaN
2025-08-17 0.231617 0.411570 0.861606 2.743656 35.484079 NaN NaN
2025-08-24 0.220495 0.394635 0.836540 2.746367 42.100765 NaN NaN
2025-08-31 0.207593 0.372494 0.793147 2.632887 43.099522 NaN NaN
2025-09-07 0.201697 0.365885 0.794206 2.767394 62.228509 NaN NaN
2025-09-14 0.193602 0.353399 0.775676 2.781539 77.602517 NaN NaN
2025-09-21 0.184235 0.337178 0.743534 2.699028 83.171112 NaN NaN
2025-09-28 0.176247 0.323647 0.718036 2.648498 93.715607 NaN NaN
2025-10-05 0.174521 0.324857 0.738731 2.913112 209.478473 NaN NaN